[esaym]

I've said it before but there is not an algorithm that can make algorithms. The best argument against that I have heard is "Of course not, but someday maybe!"

[urlwolf]

Well, hyperparameter optimization is pretty much that. There are people using algos to improve 'creative' tasks like circuit design.